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Software DevelopmentSeptember 202611 min read

Claude Code Plugin Eval: Catch a Skill That Never Activates

A plugin is a dependency other people install, so it needs a test suite rather than a demo. What an eval case looks like, why the no-plugin ablation arm is the part that tests activation, and the defect that ships when you skip it.

SecuritySeptember 202613 min read

Claude Code Plugin Security: Audit Before You Install

A plugin bundle can carry hooks that fire without a prompt, MCP servers that open egress, and skill prose that lands in the agent's instructions. Here is the pre-install audit.

Software DevelopmentSeptember 202611 min read

Claude Code Plugin vs Skill: When to Bundle a Workflow

A skill is a document, a plugin is a dependency. When one SKILL.md file is enough, when drift between copies means bundle it, and what a plugin costs.

DevOpsSeptember 202611 min read

AI DevOps Assistants for Kubernetes Production Triage

What an AI DevOps assistant genuinely shortens during Kubernetes triage — correlating a restart with a deploy, telling OOMKilled from CrashLoopBackOff — and the faults it cannot see.

ProductSeptember 202611 min read

The Credit Card Wall Blocking Indonesian Developers

The clouds bill by international credit card, which 1.6 percent of Indonesian adults hold. What that gate costs, and what a platform must build to bill on QRIS.

BackendSeptember 202612 min read

Deploy a NestJS ERP API to a Managed PaaS: Probes, Migrations

The checklist I run before a NestJS ERP API goes near a managed PaaS: shutdown hooks, a readiness endpoint that will not restart a healthy pod, migrations that run exactly once across replicas, and connection pool arithmetic.

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